Dataset Statistics
Number of Variables 100
Number of Rows 1548
Missing Cells 49056
Missing Cells (%) 31.7%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.0 MB
Average Row Size in Memory 1.3 KB
Variable Types
  • Categorical: 56
  • Numerical: 44
Dataset Insights
SiteEUI(kWh/sf) and SiteEUIWN(kWh/sf) have similar distributions Similar Distribution
SourceEUI(kWh/sf) and SourceEUIWN(kWh/sf) have similar distributions Similar Distribution
SiteEnergyUse(kWh) and SiteEnergyUseWN(kWh) have similar distributions Similar Distribution
Hotel and Other - Entertainment/Public Assembly have similar distributions Similar Distribution
Hotel and Social/Meeting Hall have similar distributions Similar Distribution
Hotel and Other have similar distributions Similar Distribution
Hotel and College/University have similar distributions Similar Distribution
Hotel and Self-Storage Facility have similar distributions Similar Distribution
Hotel and Non-Refrigerated Warehouse have similar distributions Similar Distribution
Hotel and K-12 School have similar distributions Similar Distribution
Dataset Insights
Hotel and Senior Care Community have similar distributions Similar Distribution
Hotel and Medical Office have similar distributions Similar Distribution
Hotel and Retail Store have similar distributions Similar Distribution
Hotel and Distribution Center have similar distributions Similar Distribution
Hotel and Worship Facility have similar distributions Similar Distribution
Hotel and Restaurant have similar distributions Similar Distribution
Hotel and Laboratory have similar distributions Similar Distribution
Hotel and Supermarket/Grocery Store have similar distributions Similar Distribution
Hotel and Other - Recreation have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Social/Meeting Hall have similar distributions Similar Distribution
Dataset Insights
Other - Entertainment/Public Assembly and Other have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and College/University have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Self-Storage Facility have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and K-12 School have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Senior Care Community have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Medical Office have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Distribution Center have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Worship Facility have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Restaurant have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Laboratory have similar distributions Similar Distribution
Dataset Insights
Other - Entertainment/Public Assembly and Supermarket/Grocery Store have similar distributions Similar Distribution
Other - Entertainment/Public Assembly and Other - Recreation have similar distributions Similar Distribution
Social/Meeting Hall and Other have similar distributions Similar Distribution
Social/Meeting Hall and College/University have similar distributions Similar Distribution
Social/Meeting Hall and Self-Storage Facility have similar distributions Similar Distribution
Social/Meeting Hall and K-12 School have similar distributions Similar Distribution
Social/Meeting Hall and Senior Care Community have similar distributions Similar Distribution
Social/Meeting Hall and Medical Office have similar distributions Similar Distribution
Social/Meeting Hall and Distribution Center have similar distributions Similar Distribution
Social/Meeting Hall and Worship Facility have similar distributions Similar Distribution
Dataset Insights
Social/Meeting Hall and Restaurant have similar distributions Similar Distribution
Social/Meeting Hall and Laboratory have similar distributions Similar Distribution
Social/Meeting Hall and Supermarket/Grocery Store have similar distributions Similar Distribution
Social/Meeting Hall and Other - Recreation have similar distributions Similar Distribution
Other and College/University have similar distributions Similar Distribution
Other and Self-Storage Facility have similar distributions Similar Distribution
Other and Non-Refrigerated Warehouse have similar distributions Similar Distribution
Other and K-12 School have similar distributions Similar Distribution
Other and Senior Care Community have similar distributions Similar Distribution
Other and Medical Office have similar distributions Similar Distribution
Dataset Insights
Other and Retail Store have similar distributions Similar Distribution
Other and Distribution Center have similar distributions Similar Distribution
Other and Worship Facility have similar distributions Similar Distribution
Other and Restaurant have similar distributions Similar Distribution
Other and Laboratory have similar distributions Similar Distribution
Other and Supermarket/Grocery Store have similar distributions Similar Distribution
Other and Other - Recreation have similar distributions Similar Distribution
College/University and Self-Storage Facility have similar distributions Similar Distribution
College/University and K-12 School have similar distributions Similar Distribution
College/University and Senior Care Community have similar distributions Similar Distribution
Dataset Insights
College/University and Medical Office have similar distributions Similar Distribution
College/University and Distribution Center have similar distributions Similar Distribution
College/University and Worship Facility have similar distributions Similar Distribution
College/University and Restaurant have similar distributions Similar Distribution
College/University and Laboratory have similar distributions Similar Distribution
College/University and Supermarket/Grocery Store have similar distributions Similar Distribution
College/University and Other - Recreation have similar distributions Similar Distribution
Self-Storage Facility and K-12 School have similar distributions Similar Distribution
Self-Storage Facility and Senior Care Community have similar distributions Similar Distribution
Self-Storage Facility and Medical Office have similar distributions Similar Distribution
Dataset Insights
Self-Storage Facility and Distribution Center have similar distributions Similar Distribution
Self-Storage Facility and Worship Facility have similar distributions Similar Distribution
Self-Storage Facility and Restaurant have similar distributions Similar Distribution
Self-Storage Facility and Laboratory have similar distributions Similar Distribution
Self-Storage Facility and Supermarket/Grocery Store have similar distributions Similar Distribution
Self-Storage Facility and Other - Recreation have similar distributions Similar Distribution
Non-Refrigerated Warehouse and K-12 School have similar distributions Similar Distribution
Non-Refrigerated Warehouse and Medical Office have similar distributions Similar Distribution
Non-Refrigerated Warehouse and Retail Store have similar distributions Similar Distribution
Non-Refrigerated Warehouse and Distribution Center have similar distributions Similar Distribution
Dataset Insights
Non-Refrigerated Warehouse and Worship Facility have similar distributions Similar Distribution
Non-Refrigerated Warehouse and Restaurant have similar distributions Similar Distribution
K-12 School and Senior Care Community have similar distributions Similar Distribution
K-12 School and Medical Office have similar distributions Similar Distribution
K-12 School and Retail Store have similar distributions Similar Distribution
K-12 School and Distribution Center have similar distributions Similar Distribution
K-12 School and Worship Facility have similar distributions Similar Distribution
K-12 School and Restaurant have similar distributions Similar Distribution
K-12 School and Laboratory have similar distributions Similar Distribution
K-12 School and Supermarket/Grocery Store have similar distributions Similar Distribution
Dataset Insights
K-12 School and Other - Recreation have similar distributions Similar Distribution
Senior Care Community and Medical Office have similar distributions Similar Distribution
Senior Care Community and Distribution Center have similar distributions Similar Distribution
Senior Care Community and Worship Facility have similar distributions Similar Distribution
Senior Care Community and Restaurant have similar distributions Similar Distribution
Senior Care Community and Laboratory have similar distributions Similar Distribution
Senior Care Community and Supermarket/Grocery Store have similar distributions Similar Distribution
Senior Care Community and Other - Recreation have similar distributions Similar Distribution
Medical Office and Retail Store have similar distributions Similar Distribution
Medical Office and Distribution Center have similar distributions Similar Distribution
Dataset Insights
Medical Office and Worship Facility have similar distributions Similar Distribution
Medical Office and Restaurant have similar distributions Similar Distribution
Medical Office and Laboratory have similar distributions Similar Distribution
Medical Office and Supermarket/Grocery Store have similar distributions Similar Distribution
Medical Office and Other - Recreation have similar distributions Similar Distribution
Retail Store and Distribution Center have similar distributions Similar Distribution
Retail Store and Worship Facility have similar distributions Similar Distribution
Retail Store and Restaurant have similar distributions Similar Distribution
Distribution Center and Worship Facility have similar distributions Similar Distribution
Distribution Center and Restaurant have similar distributions Similar Distribution
Dataset Insights
Distribution Center and Laboratory have similar distributions Similar Distribution
Distribution Center and Supermarket/Grocery Store have similar distributions Similar Distribution
Distribution Center and Other - Recreation have similar distributions Similar Distribution
Worship Facility and Restaurant have similar distributions Similar Distribution
Worship Facility and Laboratory have similar distributions Similar Distribution
Worship Facility and Supermarket/Grocery Store have similar distributions Similar Distribution
Worship Facility and Other - Recreation have similar distributions Similar Distribution
Restaurant and Laboratory have similar distributions Similar Distribution
Restaurant and Supermarket/Grocery Store have similar distributions Similar Distribution
Restaurant and Other - Recreation have similar distributions Similar Distribution
Dataset Insights
Laboratory and Supermarket/Grocery Store have similar distributions Similar Distribution
Laboratory and Other - Recreation have similar distributions Similar Distribution
Supermarket/Grocery Store and Other - Recreation have similar distributions Similar Distribution
PropertyGFATotal and PropertyGFABuilding(s) have similar distributions Similar Distribution
PropertyGFATotal and LargestPropertyUseTypeGFA have similar distributions Similar Distribution
PropertyGFABuilding(s) and LargestPropertyUseTypeGFA have similar distributions Similar Distribution
SecondLargestPropertyUseType has 706 (45.61%) missing values Missing
ThirdLargestPropertyUseType has 1200 (77.52%) missing values Missing
YearsENERGYSTARCertified has 1451 (93.73%) missing values Missing
ENERGYSTARScore has 551 (35.59%) missing values Missing
Dataset Insights
Hotel has 625 (40.37%) missing values Missing
Police Station has 624 (40.31%) missing values Missing
Other - Entertainment/Public Assembly has 627 (40.5%) missing values Missing
Library has 624 (40.31%) missing values Missing
Fitness Center/Health Club/Gym has 625 (40.37%) missing values Missing
Social/Meeting Hall has 628 (40.57%) missing values Missing
Courthouse has 625 (40.37%) missing values Missing
Other has 656 (42.38%) missing values Missing
College/University has 624 (40.31%) missing values Missing
Automobile Dealership has 625 (40.37%) missing values Missing
Dataset Insights
Office has 684 (44.19%) missing values Missing
Self-Storage Facility has 624 (40.31%) missing values Missing
Non-Refrigerated Warehouse has 637 (41.15%) missing values Missing
K-12 School has 628 (40.57%) missing values Missing
Other - Mall has 624 (40.31%) missing values Missing
Senior Care Community has 624 (40.31%) missing values Missing
Medical Office has 633 (40.89%) missing values Missing
Retail Store has 665 (42.96%) missing values Missing
Hospital (General Medical & Surgical) has 624 (40.31%) missing values Missing
Museum has 624 (40.31%) missing values Missing
Dataset Insights
Repair Services (Vehicle, Shoe, Locksmith, etc) has 624 (40.31%) missing values Missing
Other - Lodging/Residential has 624 (40.31%) missing values Missing
Residence Hall/Dormitory has 624 (40.31%) missing values Missing
Other/Specialty Hospital has 624 (40.31%) missing values Missing
Financial Office has 626 (40.44%) missing values Missing
Distribution Center has 631 (40.76%) missing values Missing
Parking has 732 (47.29%) missing values Missing
Multifamily Housing has 631 (40.76%) missing values Missing
Worship Facility has 624 (40.31%) missing values Missing
Restaurant has 641 (41.41%) missing values Missing
Dataset Insights
Data Center has 637 (41.15%) missing values Missing
Laboratory has 628 (40.57%) missing values Missing
Supermarket/Grocery Store has 627 (40.5%) missing values Missing
Urgent Care/Clinic/Other Outpatient has 624 (40.31%) missing values Missing
Unnamed: 38 has 624 (40.31%) missing values Missing
Other - Services has 629 (40.63%) missing values Missing
Strip Mall has 624 (40.31%) missing values Missing
Wholesale Club/Supercenter has 624 (40.31%) missing values Missing
Refrigerated Warehouse has 626 (40.44%) missing values Missing
Manufacturing/Industrial Plant has 624 (40.31%) missing values Missing
Dataset Insights
Other - Recreation has 627 (40.5%) missing values Missing
Lifestyle Center has 624 (40.31%) missing values Missing
Other - Public Services has 624 (40.31%) missing values Missing
Fire Station has 624 (40.31%) missing values Missing
Performing Arts has 624 (40.31%) missing values Missing
Residential Care Facility has 624 (40.31%) missing values Missing
Bank Branch has 626 (40.44%) missing values Missing
Other - Education has 627 (40.5%) missing values Missing
Other - Restaurant/Bar has 628 (40.57%) missing values Missing
Food Service has 627 (40.5%) missing values Missing
Dataset Insights
Adult Education has 624 (40.31%) missing values Missing
Other - Utility has 625 (40.37%) missing values Missing
Movie Theater has 626 (40.44%) missing values Missing
Personal Services (Health/Beauty, Dry Cleaning, etc) has 625 (40.37%) missing values Missing
Pre-school/Daycare has 625 (40.37%) missing values Missing
Prison/Incarceration has 624 (40.31%) missing values Missing
Vocational School has 624 (40.31%) missing values Missing
Swimming Pool has 629 (40.63%) missing values Missing
Convenience Store without Gas Station has 625 (40.37%) missing values Missing
Enclosed Mall has 624 (40.31%) missing values Missing
Dataset Insights
Bar/Nightclub has 625 (40.37%) missing values Missing
Food Sales has 624 (40.31%) missing values Missing
Other - Technology/Science has 625 (40.37%) missing values Missing
Fast Food Restaurant has 624 (40.31%) missing values Missing
PropertyGFATotal has 624 (40.31%) missing values Missing
PropertyGFAParking has 624 (40.31%) missing values Missing
PropertyGFABuilding(s) has 624 (40.31%) missing values Missing
LargestPropertyUseTypeGFA has 626 (40.44%) missing values Missing
SecondLargestPropertyUseTypeGFA has 1015 (65.57%) missing values Missing
ThirdLargestPropertyUseTypeGFA has 1314 (84.88%) missing values Missing
Dataset Insights
ZipCode is skewed Skewed
Longitude is skewed Skewed
NumberofBuildings is skewed Skewed
NumberofFloors is skewed Skewed
SiteEUI(kWh/sf) is skewed Skewed
SiteEUIWN(kWh/sf) is skewed Skewed
SourceEUI(kWh/sf) is skewed Skewed
SourceEUIWN(kWh/sf) is skewed Skewed
SiteEnergyUse(kWh) is skewed Skewed
SiteEnergyUseWN(kWh) is skewed Skewed
Dataset Insights
SteamUse(kWh) is skewed Skewed
Electricity(kWh) is skewed Skewed
NaturalGas(kWh) is skewed Skewed
TotalGHGEmissions is skewed Skewed
GHGEmissionsIntensity is skewed Skewed
RatioGFA is skewed Skewed
Hotel is skewed Skewed
Other - Entertainment/Public Assembly is skewed Skewed
Social/Meeting Hall is skewed Skewed
Other is skewed Skewed
Dataset Insights
College/University is skewed Skewed
Office is skewed Skewed
Self-Storage Facility is skewed Skewed
Non-Refrigerated Warehouse is skewed Skewed
K-12 School is skewed Skewed
Senior Care Community is skewed Skewed
Medical Office is skewed Skewed
Retail Store is skewed Skewed
Distribution Center is skewed Skewed
Parking is skewed Skewed
Dataset Insights
Worship Facility is skewed Skewed
Restaurant is skewed Skewed
Laboratory is skewed Skewed
Supermarket/Grocery Store is skewed Skewed
Other - Recreation is skewed Skewed
PropertyGFATotal is skewed Skewed
PropertyGFAParking is skewed Skewed
PropertyGFABuilding(s) is skewed Skewed
LargestPropertyUseTypeGFA is skewed Skewed
SecondLargestPropertyUseTypeGFA is skewed Skewed
Dataset Insights
ThirdLargestPropertyUseTypeGFA is skewed Skewed
ListOfAllPropertyUseTypes has a high cardinality: 370 distinct values High Cardinality
LargestPropertyUseType has a high cardinality: 55 distinct values High Cardinality
YearsENERGYSTARCertified has a high cardinality: 64 distinct values High Cardinality
DefaultData has constant value "False" Constant
ComplianceStatus has constant value "Compliant" Constant
Unnamed: 38 has constant value "0.0" Constant
Movie Theater has constant value "0.0" Constant
Food Sales has constant value "0.0" Constant
Fast Food Restaurant has constant value "0.0" Constant
Dataset Insights
CouncilDistrictCode has constant length 1 Constant Length
DefaultData has constant length 5 Constant Length
ComplianceStatus has constant length 9 Constant Length
Unnamed: 38 has constant length 3 Constant Length
Movie Theater has constant length 3 Constant Length
Food Sales has constant length 3 Constant Length
Fast Food Restaurant has constant length 3 Constant Length
Longitude has 1548 (100.0%) negatives Negatives
SteamUse(kWh) has 1435 (92.7%) zeros Zeros
NaturalGas(kWh) has 444 (28.68%) zeros Zeros
Dataset Insights
Hotel has 868 (56.07%) zeros Zeros
Other - Entertainment/Public Assembly has 906 (58.53%) zeros Zeros
Social/Meeting Hall has 912 (58.91%) zeros Zeros
Other has 818 (52.84%) zeros Zeros
College/University has 913 (58.98%) zeros Zeros
Office has 477 (30.81%) zeros Zeros
Self-Storage Facility has 908 (58.66%) zeros Zeros
Non-Refrigerated Warehouse has 791 (51.1%) zeros Zeros
K-12 School has 889 (57.43%) zeros Zeros
Senior Care Community has 914 (59.04%) zeros Zeros
Dataset Insights
Medical Office has 884 (57.11%) zeros Zeros
Retail Store has 802 (51.81%) zeros Zeros
Distribution Center has 880 (56.85%) zeros Zeros
Parking has 650 (41.99%) zeros Zeros
Worship Facility has 887 (57.3%) zeros Zeros
Restaurant has 879 (56.78%) zeros Zeros
Laboratory has 907 (58.59%) zeros Zeros
Supermarket/Grocery Store has 899 (58.07%) zeros Zeros
Other - Recreation has 911 (58.85%) zeros Zeros
PropertyGFAParking has 664 (42.89%) zeros Zeros
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Number of plots per page:

BuildingType
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
PrimaryPropertyType
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
ZipCode
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. ZipCode is skewed
CouncilDistrictCode
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. CouncilDistrictCode has constant length 1
Neighborhood
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Latitude
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Longitude
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Longitude is skewed
  2. Longitude has 1548 (100.0%) negatives
YearBuilt
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
NumberofBuildings
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. NumberofBuildings is skewed
NumberofFloors
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. NumberofFloors is skewed
ListOfAllPropertyUseTypes
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. ListOfAllPropertyUseTypes has a high cardinality: 370 distinct values
LargestPropertyUseType
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. LargestPropertyUseType has a high cardinality: 55 distinct values
SecondLargestPropertyUseType
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. SecondLargestPropertyUseType has 706 (45.61%) missing values
ThirdLargestPropertyUseType
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. ThirdLargestPropertyUseType has 1200 (77.52%) missing values
YearsENERGYSTARCertified
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. YearsENERGYSTARCertified has 1451 (93.73%) missing values
  2. YearsENERGYSTARCertified has a high cardinality: 64 distinct values
ENERGYSTARScore
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. ENERGYSTARScore has 551 (35.59%) missing values
SiteEUI(kWh/sf)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SiteEUI(kWh/sf) is skewed
SiteEUIWN(kWh/sf)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SiteEUIWN(kWh/sf) is skewed
SourceEUI(kWh/sf)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SourceEUI(kWh/sf) is skewed
SourceEUIWN(kWh/sf)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SourceEUIWN(kWh/sf) is skewed
SiteEnergyUse(kWh)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SiteEnergyUse(kWh) is skewed
SiteEnergyUseWN(kWh)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SiteEnergyUseWN(kWh) is skewed
SteamUse(kWh)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SteamUse(kWh) is skewed
  2. SteamUse(kWh) has 1435 (92.7%) zeros
Electricity(kWh)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Electricity(kWh) is skewed
NaturalGas(kWh)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. NaturalGas(kWh) is skewed
  2. NaturalGas(kWh) has 444 (28.68%) zeros
DefaultData
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. DefaultData has constant value "False"
  2. DefaultData has constant length 5
ComplianceStatus
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. ComplianceStatus has constant value "Compliant"
  2. ComplianceStatus has constant length 9
TotalGHGEmissions
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. TotalGHGEmissions is skewed
GHGEmissionsIntensity
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. GHGEmissionsIntensity is skewed
RatioGFA
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. RatioGFA is skewed
Hotel
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Hotel has 625 (40.37%) missing values
  2. Hotel is skewed
  3. Hotel has 868 (56.07%) zeros
Police Station
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Police Station has 624 (40.31%) missing values
Other - Entertainment/Public Assembly
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Other - Entertainment/Public Assembly has 627 (40.5%) missing values
  2. Other - Entertainment/Public Assembly is skewed
  3. Other - Entertainment/Public Assembly has 906 (58.53%) zeros
Library
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Library has 624 (40.31%) missing values
Fitness Center/Health Club/Gym
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Fitness Center/Health Club/Gym has 625 (40.37%) missing values
Social/Meeting Hall
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Social/Meeting Hall has 628 (40.57%) missing values
  2. Social/Meeting Hall is skewed
  3. Social/Meeting Hall has 912 (58.91%) zeros
Courthouse
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Courthouse has 625 (40.37%) missing values
Other
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Other has 656 (42.38%) missing values
  2. Other is skewed
  3. Other has 818 (52.84%) zeros
College/University
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. College/University has 624 (40.31%) missing values
  2. College/University is skewed
  3. College/University has 913 (58.98%) zeros
Automobile Dealership
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Automobile Dealership has 625 (40.37%) missing values
Office
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Office has 684 (44.19%) missing values
  2. Office is skewed
  3. Office has 477 (30.81%) zeros
Self-Storage Facility
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Self-Storage Facility has 624 (40.31%) missing values
  2. Self-Storage Facility is skewed
  3. Self-Storage Facility has 908 (58.66%) zeros
Non-Refrigerated Warehouse
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Non-Refrigerated Warehouse has 637 (41.15%) missing values
  2. Non-Refrigerated Warehouse is skewed
  3. Non-Refrigerated Warehouse has 791 (51.1%) zeros
K-12 School
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. K-12 School has 628 (40.57%) missing values
  2. K-12 School is skewed
  3. K-12 School has 889 (57.43%) zeros
Other - Mall
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Mall has 624 (40.31%) missing values
Senior Care Community
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Senior Care Community has 624 (40.31%) missing values
  2. Senior Care Community is skewed
  3. Senior Care Community has 914 (59.04%) zeros
Medical Office
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Medical Office has 633 (40.89%) missing values
  2. Medical Office is skewed
  3. Medical Office has 884 (57.11%) zeros
Retail Store
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Retail Store has 665 (42.96%) missing values
  2. Retail Store is skewed
  3. Retail Store has 802 (51.81%) zeros
Hospital (General Medical & Surgical)
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Hospital (General Medical & Surgical) has 624 (40.31%) missing values
Museum
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Museum has 624 (40.31%) missing values
Repair Services (Vehicle, Shoe, Locksmith, etc)
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Repair Services (Vehicle, Shoe, Locksmith, etc) has 624 (40.31%) missing values
Other - Lodging/Residential
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Lodging/Residential has 624 (40.31%) missing values
Residence Hall/Dormitory
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Residence Hall/Dormitory has 624 (40.31%) missing values
Other/Specialty Hospital
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other/Specialty Hospital has 624 (40.31%) missing values
Financial Office
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Financial Office has 626 (40.44%) missing values
Distribution Center
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Distribution Center has 631 (40.76%) missing values
  2. Distribution Center is skewed
  3. Distribution Center has 880 (56.85%) zeros
Parking
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Parking has 732 (47.29%) missing values
  2. Parking is skewed
  3. Parking has 650 (41.99%) zeros
Multifamily Housing
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Multifamily Housing has 631 (40.76%) missing values
Worship Facility
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Worship Facility has 624 (40.31%) missing values
  2. Worship Facility is skewed
  3. Worship Facility has 887 (57.3%) zeros
Restaurant
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Restaurant has 641 (41.41%) missing values
  2. Restaurant is skewed
  3. Restaurant has 879 (56.78%) zeros
Data Center
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Data Center has 637 (41.15%) missing values
Laboratory
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Laboratory has 628 (40.57%) missing values
  2. Laboratory is skewed
  3. Laboratory has 907 (58.59%) zeros
Supermarket/Grocery Store
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Supermarket/Grocery Store has 627 (40.5%) missing values
  2. Supermarket/Grocery Store is skewed
  3. Supermarket/Grocery Store has 899 (58.07%) zeros
Urgent Care/Clinic/Other Outpatient
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Urgent Care/Clinic/Other Outpatient has 624 (40.31%) missing values
Unnamed: 38
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Unnamed: 38 has 624 (40.31%) missing values
  2. Unnamed: 38 has constant value "0.0"
  3. Unnamed: 38 has constant length 3
Other - Services
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Services has 629 (40.63%) missing values
Strip Mall
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Strip Mall has 624 (40.31%) missing values
Wholesale Club/Supercenter
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Wholesale Club/Supercenter has 624 (40.31%) missing values
Refrigerated Warehouse
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Refrigerated Warehouse has 626 (40.44%) missing values
Manufacturing/Industrial Plant
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Manufacturing/Industrial Plant has 624 (40.31%) missing values
Other - Recreation
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. Other - Recreation has 627 (40.5%) missing values
  2. Other - Recreation is skewed
  3. Other - Recreation has 911 (58.85%) zeros
Lifestyle Center
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Lifestyle Center has 624 (40.31%) missing values
Other - Public Services
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Public Services has 624 (40.31%) missing values
Fire Station
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Fire Station has 624 (40.31%) missing values
Performing Arts
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Performing Arts has 624 (40.31%) missing values
Residential Care Facility
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Residential Care Facility has 624 (40.31%) missing values
Bank Branch
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Bank Branch has 626 (40.44%) missing values
Other - Education
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Education has 627 (40.5%) missing values
Other - Restaurant/Bar
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Restaurant/Bar has 628 (40.57%) missing values
Food Service
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Food Service has 627 (40.5%) missing values
Adult Education
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Adult Education has 624 (40.31%) missing values
Other - Utility
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Utility has 625 (40.37%) missing values
Movie Theater
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Movie Theater has 626 (40.44%) missing values
  2. Movie Theater has constant value "0.0"
  3. Movie Theater has constant length 3
Personal Services (Health/Beauty, Dry Cleaning, etc)
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Personal Services (Health/Beauty, Dry Cleaning, etc) has 625 (40.37%) missing values
Pre-school/Daycare
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Pre-school/Daycare has 625 (40.37%) missing values
Prison/Incarceration
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Prison/Incarceration has 624 (40.31%) missing values
Vocational School
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Vocational School has 624 (40.31%) missing values
Swimming Pool
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Swimming Pool has 629 (40.63%) missing values
Convenience Store without Gas Station
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Convenience Store without Gas Station has 625 (40.37%) missing values
Enclosed Mall
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Enclosed Mall has 624 (40.31%) missing values
Bar/Nightclub
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Bar/Nightclub has 625 (40.37%) missing values
Food Sales
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Food Sales has 624 (40.31%) missing values
  2. Food Sales has constant value "0.0"
  3. Food Sales has constant length 3
Other - Technology/Science
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Other - Technology/Science has 625 (40.37%) missing values
Fast Food Restaurant
'bar.bars': 10
Maximum number of bars to display
'bar.sort_descending': True
Whether to sort the bars in descending order
'bar.yscale': 'linear'
Y-axis scale ("linear" or "log")
Column Insights
  1. Fast Food Restaurant has 624 (40.31%) missing values
  2. Fast Food Restaurant has constant value "0.0"
  3. Fast Food Restaurant has constant length 3
PropertyGFATotal
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. PropertyGFATotal has 624 (40.31%) missing values
  2. PropertyGFATotal is skewed
PropertyGFAParking
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. PropertyGFAParking has 624 (40.31%) missing values
  2. PropertyGFAParking is skewed
  3. PropertyGFAParking has 664 (42.89%) zeros
PropertyGFABuilding(s)
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. PropertyGFABuilding(s) has 624 (40.31%) missing values
  2. PropertyGFABuilding(s) is skewed
LargestPropertyUseTypeGFA
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. LargestPropertyUseTypeGFA has 626 (40.44%) missing values
  2. LargestPropertyUseTypeGFA is skewed
SecondLargestPropertyUseTypeGFA
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. SecondLargestPropertyUseTypeGFA has 1015 (65.57%) missing values
  2. SecondLargestPropertyUseTypeGFA is skewed
ThirdLargestPropertyUseTypeGFA
'hist.bins': 50
Number of bins in the histogram
'hist.yscale': 'linear'
Y-axis scale ("linear" or "log")
'hist.color': '#aec7e8'
Color
Column Insights
  1. ThirdLargestPropertyUseTypeGFA has 1314 (84.88%) missing values
  2. ThirdLargestPropertyUseTypeGFA is skewed